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Flickr30k

class torchvision.datasets.Flickr30k(root: str, ann_file: str, transform: Optional[Callable] = None, target_transform: Optional[Callable] = None)[source]

Flickr30k Entities Dataset.

Parameters:
  • root (str or pathlib.Path) – Root directory where images are downloaded to.

  • ann_file (string) – Path to annotation file.

  • transform (callable, optional) – A function/transform that takes in a PIL image and returns a transformed version. E.g, transforms.PILToTensor

  • target_transform (callable, optional) – A function/transform that takes in the target and transforms it.

Special-members:

__getitem__(index: int) Tuple[Any, Any][source]
Parameters:

index (int) – Index

Returns:

Tuple (image, target). target is a list of captions for the image.

Return type:

tuple

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